DNNinfo's Stars
liuzechun/MetaPruning
MetaPruning: Meta Learning for Automatic Neural Network Channel Pruning. In ICCV 2019.
enyac-group/LeGR
CNN channel pruning, LeGR, MorphNet, AMC. Codebase for paper "LeGR: Filter Pruning via Learned Global Ranking"
cogsys-tuebingen/prdarts
Code for our paper "Prune and Replace NAS"
zhijian-liu/torchprofile
A general and accurate MACs / FLOPs profiler for PyTorch models
namhoonlee/snip-public
SNIP: SINGLE-SHOT NETWORK PRUNING BASED ON CONNECTION SENSITIVITY
park-project/park
deep-fry/mayo
Mayo: Auto-generation of hardware-friendly deep neural networks. Dynamic Channel Pruning: Feature Boosting and Suppression.
NVlabs/Taylor_pruning
Pruning Neural Networks with Taylor criterion in Pytorch
facebookresearch/phyre
PHYRE is a benchmark for physical reasoning.
automl/HpBandSter
a distributed Hyperband implementation on Steroids
automl/Auto-PyTorch
Automatic architecture search and hyperparameter optimization for PyTorch
rpautrat/SuperPoint
Efficient neural feature detector and descriptor
google-ai-edge/mediapipe
Cross-platform, customizable ML solutions for live and streaming media.
horovod/horovod
Distributed training framework for TensorFlow, Keras, PyTorch, and Apache MXNet.
NVIDIA/DeepLearningExamples
State-of-the-Art Deep Learning scripts organized by models - easy to train and deploy with reproducible accuracy and performance on enterprise-grade infrastructure.
ytdl-org/youtube-dl
Command-line program to download videos from YouTube.com and other video sites
lemonhu/stock-knowledge-graph
利用网络上公开的数据构建一个小型的证券知识图谱/知识库
alecwangcq/EigenDamage-Pytorch
Code for "EigenDamage: Structured Pruning in the Kronecker-Factored Eigenbasis" https://arxiv.org/abs/1905.05934
huggingface/pytorch-image-models
The largest collection of PyTorch image encoders / backbones. Including train, eval, inference, export scripts, and pretrained weights -- ResNet, ResNeXT, EfficientNet, NFNet, Vision Transformer (ViT), MobileNetV4, MobileNet-V3 & V2, RegNet, DPN, CSPNet, Swin Transformer, MaxViT, CoAtNet, ConvNeXt, and more
google/dopamine
Dopamine is a research framework for fast prototyping of reinforcement learning algorithms.
p-christ/Deep-Reinforcement-Learning-Algorithms-with-PyTorch
PyTorch implementations of deep reinforcement learning algorithms and environments
openai/gym
A toolkit for developing and comparing reinforcement learning algorithms.
dennybritz/reinforcement-learning
Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow. Exercises and Solutions to accompany Sutton's Book and David Silver's course.
tensorflow/agents
TF-Agents: A reliable, scalable and easy to use TensorFlow library for Contextual Bandits and Reinforcement Learning.
google-research/uda
Unsupervised Data Augmentation (UDA)
raulmur/ORB_SLAM2
Real-Time SLAM for Monocular, Stereo and RGB-D Cameras, with Loop Detection and Relocalization Capabilities
openMVG/awesome_3DReconstruction_list
A curated list of papers & resources linked to 3D reconstruction from images.
microsoft/nni
An open source AutoML toolkit for automate machine learning lifecycle, including feature engineering, neural architecture search, model compression and hyper-parameter tuning.
LiteOS/LiteOS
code and manual
594422814/UDT_pytorch